Darren 🥚🐣🕊️ Profile picture
May 26, 2022 10 tweets 5 min read Read on X
1/ Bad Habits and Good Practices (Goyal, Ilmanen, Kabiller)

Bad habits:
* Chasing (selling) multi-year winners (laggards) in stocks, asset classes, strategies
* Home bias; too much equity risk
* "Comfortable" investments (over-priced & under-diversified)

aqr.com/Insights/Resea…
2/ "The main underperformance occurs six to thirty months after mutual fund inflows. This evidence is related to the value effect and retail investors chasing past performance."
3/ "For institutional plan sponsor allocation activity, products receiving contributions subsequently underperform products experiencing withdrawals.

"The bar chart contrasts past-year flows and next-year returns, but similar patterns hold for the next three to five years."
4/ "For pension plan sponsors from 1996 to 2003 (an admittedly limited sample), replacing managers has been procyclic, but fired managers later tended to mildly underperform their hired replacements. The patterns are similar with one- to three-year windows."
5/ "Pension funds in aggregate have not captured the shift from momentum to reversal tendencies in asset returns but instead keep chasing returns over multi-year horizons.

"This evidence is at the asset-class level; the patterns may be even stronger within the stock market."
6/ "Humans tend to apply our desire to extrapolate even instances when no pattern exists to be successfully extraplated.

"Procyclic actions are reinforced by various social effects (herding, conventionality, peer risk) and even by certain risk management rules."
7/ "The risk allocation for a typical U.S. corporate pension plan is similar to that of public pension plans, endowments, and foundations.

"Investors in aggregate cannot avoid equity concentration, but any particular investor can certainly choose to be better diversified."
8/ "Investors underutilize comfort-challenging tools (leverage, shorting, derivatives) that could be used to improve diversification. Staying in the comfort zone can imply leaving Sharpe ratio on the table."

This problem is solvable:
9/ "We believe the main reason for value's outperformance includes investors' excessive multi-year extrapolation of recent growth and the greater ease of holding popular story stocks than persistent losers."

More on the value factor:
10/ "Habits tend to occur unconsciously and often become institutionalized over time."

"Investors should embrace intelligent risks, including tools (leverage, shorting, and derivatives) that let them fully diversify, though mixing these with illiquid assets can be dangerous."

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More from @ReformedTrader

Mar 28
1/ Everything Is Never Enough: Ecclesiastes' Surprising Path to Resilient Happiness (Bobby Jamieson)

"One of happiness’s many paradoxes is that you don’t get happy by aiming at happiness but by leading a life worth living." (p. xi) Image
2/ "Ecclesiastes tells the story of someone who saw it all, got it all, experienced it all, and in the end found fault with it all - yet the author of Ecclesiastes still didn’t find what he was looking for. Having it all won’t make you happy." (p. xi)

amazon.com/Everything-Nev…
3/ "The primary author is identified not by name but by title, “Qohelet.”

"Qohelet does far more unsettling than satisfying. He disquiets more than he quiets.

"Ecclesiastes is a strange book. It sets contradictory statements side by side without warning or framing.
Read 11 tweets
Nov 4, 2025
1/ Behavioral Investor: How psychology shapes wealth, risk, and investment decisions (Crosby)

"A great intellect is nothing if it is not paired with a self-understanding to match. All exceptional investing is, at its core, behavioral investing." (p. ix)

amazon.com/Behavioral-Inv…
2/ "Since shared beliefs hold humankind together, breaking those bonds is no small task, even in the face of damning contradictions.

"Humans, capable of great complexity of thought, are accordingly capable of great self-deception." (p. 7)

More on this:
3/ "Money is important, but it is so important that we eschew reason, ignoring what is economically best in favor of what is emotionally satisfying.

"Become a student of market history rather than falling back on your limited lived experience of markets." (pp. 18-19)
Read 58 tweets
Apr 25, 2025
1/ Moneyball: The Art of Winning an Unfair Game (Michael Lewis)

"Baseball was at the center of a story about the possibilities—and limits—of reason. It showed how an unscientific culture responds (or fails to respond) to the scientific method." (p. xiv)

amazon.com/Moneyball-Art-…Image
2/ "A small group of undervalued professional players & executives, many of whom had been rejected as unfit for the big leagues, turned themselves into one of the most successful franchises.

"How did one of the poorest teams, the Oakland Athletics, win so many games?" (p. xi)
3/ "Hitting statistics were abundant & had, for James, the powers of language. They were, in his Teutonic coinage, 'imagenumbers.' Literary material. When you read them, they called to mind pictures. He wrote... 'To get 191 hits in a season demands (or seems to) a consistency...
Read 6 tweets
Feb 4, 2025
New papers: February 2025
(I haven't read these, but the abstracts look interesting.)

Does Trend-Following Still Work on Stocks?
papers.ssrn.com/sol3/papers.cf…

Application of the Kelly Criterion to Prediction Markets
semanticscholar.org/paper/Applicat…

Jan 2025 edition:
x.com/ReformedTrader…
December Effect in Option Returns
papers.ssrn.com/sol3/papers.cf…

Unintended Consequences of Rebalancing
papers.ssrn.com/sol3/papers.cf…

Speculate against Speculative Demand
semanticscholar.org/paper/Speculat…

Seasonality Patterns in the Crisis Hedge Portfolios (Quantpedia)
quantpedia.com/seasonality-pa…
Bank Fragility After Mergers
papers.ssrn.com/sol3/papers.cf…

Mutual Fund Investors and the Economic Cost of Seeking Alpha
papers.ssrn.com/sol3/papers.cf…

Stock split signaling: Evidence from short interest
papers.ssrn.com/sol3/papers.cf…
Read 15 tweets
May 18, 2024
1/ Skewness and kurtosis

* Everything has excess kurtosis
* Unlike market returns, individual stocks aren't negatively skewed
* Option prices underestimate kurtosis and overestimate negative skewness
* Implied moments don't consistently predict stock returns
* Sell options?? Image
2/ Asset classes have fat tails, and most have negative skewness.

Kurtosis & expected returns


Kurtosis-Based vs Volatility-Based Asset Allocation


Impact of Skewness and Fat Tails on Asset Allocation

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3/ This has practical consequences, and it's a good idea to be prepared.

Give me a moment: Optimal leverage in the presence of volatility, skewness, and kurtosis


When Genius Failed: The Rise & Fall of Long-Term Capital Management


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Read 5 tweets
Jan 1, 2024
1/ Fact, Fiction, and Factor Investing (Aghassi, Asness, Fattouche, Moskowitz)

"We reference an extensive academic literature and perform simple but powerful analyses to address claims about factor investing."

aqr.com/Insights/Resea…
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2/ #1. Fiction: Factors are Data-Mined with No Good Economic Story

"Value, momentum, carry, and defensive/quality pass the more stringent statistical tests.

"Many of the factor tests conducted in papers are on variations of a few central themes."




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3/ "Value, momentum & defensive/quality applied to US individual stocks has a t-stat of 10.8. Data mining would take nearly a trillion random trials to find this.

"Applying those factors (+carry) across markets and asset classes gets a t-stat of >14."





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Read 14 tweets

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